difficulty of scale

USAGE SUMMARY

The phrase "difficulty of scale" is correct and usable in written English.
It can be used when discussing challenges or obstacles that arise when trying to expand or increase the size of a project, system, or operation. Example: "The startup faced significant difficulty of scale as it tried to grow its user base rapidly while maintaining service quality."

✓ Grammatically correct

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The original design of the decoupling combustion was based on coal pyrolysis incurring with the heat transferring from the char combustion zone, thus causing the difficulty of scale-up in matching the reactions of slow coal pyrolysis and quick char combustion.

Fuel

Bloodlines aside, I foresee at least two challenges: theft of the tablets and the difficulty of scaling sales.

TechCrunch

Others state that it is due to company's growth and the difficulty of scaling agility.

Journal of the Brazilian Computer Society

This suggests that concerns about the difficulty of scaling down STW schemes in the recovery may not be very important.

IZA Journal of Labor Policy

Snafus and slow-downs at major Web sites during special events or peak times demonstrate the difficulty of scaling up e-commerce sites.

VLDB '02: Proceedings of the 28th International Conference on Very Large Databases Hong Kong SAR, China 20–23 August 2002

Much of the difficulty of scaling up was attributed to the "knowledge acquisition bottleneck"—the difficulty of coding or acquiring the myriad facts and rules evidently required for more general understanding.

SEP

In this research, an innovated assembling design of quartz resonator package using TSV interposer is proposed not only to replace ceramic substrate but also to solve difficulty of scaling down by using general semiconductor techniques.

Nanoscale Research Letters

Braun seemed skeptical of such an attack, noting the difficulty of scaling an attack on enough voting machines to rig an election in a swing state, but he said Trump's hacking threats should be enough to turn the cybersecurity community against the GOP candidate.

TechCrunch

It is possible that the experimental difficulty of scaling up quantum simulation hardware might cause an overhead such that a quantum device does not surpass the accuracy obtained by a classical algorithm that in principle does not scale as well but runs on ever-improving hardware obeying Moore's law.

EPJ Quantum Technology

On the other, a shortage of data scientists and the difficulty of scaling big data infrastructure internally makes it attractive to outsource everything.

Huffington Post

Functional characterization of these genomes, such as by high-throughput proteomics, is an important but challenging task due to the difficulty of scaling up existing experimental techniques.

Database : the journal of biological databases and curation

Expert writing Tips

Best practice

When discussing the challenges of expanding a project, consider using synonyms like "scaling challenges" or "scaling difficulties" for clarity and conciseness.

Common error

While grammatically sound, "difficulty of scale" can sound overly formal in everyday conversation. Opt for simpler alternatives like "scaling problems" or "hard to scale" in less formal settings.

Linguistic Context

The phrase "difficulty of scale" functions as a noun phrase. It typically acts as the subject or object of a sentence, describing the inherent problems or challenges related to increasing the size, scope, or production volume of something. The limited Ludwig examples support this analysis.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Science

0%

Ludwig's WRAP-UP

In summary, "difficulty of scale" is a grammatically correct noun phrase used to describe the challenges encountered when expanding a project, system, or operation. However, based on the Ludwig AI analysis, its usage is infrequent, and it may sound overly formal in certain contexts. Alternatives such as "scaling challenges" or "difficulties in scaling" may be more appropriate depending on the setting. Understanding the subtle differences between these options can improve clarity and effectiveness in writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

scaling challenges

This alternative directly replaces the noun phrase with a more concise term.

challenges of scaling up

This specifies the action of scaling up, adding more context.

difficulties in scaling

This uses a synonym for "difficulty" and restructures the phrase.

scaling complexities

Replaces 'difficulty' with 'complexities' focusing on the intricate nature of scaling.

impediments to scaling

Substitutes 'difficulty' with 'impediments', highlighting the obstacles in the way.

barriers to scaling

This alternative highlights the barriers encountered.

obstacles to growth

Focuses on growth as the key outcome impacted by difficulties in scaling.

scale-up hurdles

This uses a more concise and direct phrasing to indicate obstacles when increasing the scale of an operation.

limitations on scale

Shifts the focus to the restrictions placed on the scale of an operation.

constraints on expansion

Emphasizes expansion and the constraints that hinder it.

FAQs

How can I use "difficulty of scale" in a sentence?

You might say, "The project encountered significant "difficulty of scale" as it grew beyond its initial scope."

What are some alternatives to "difficulty of scale"?

You can use alternatives like "scaling challenges", "difficulties in scaling", or "scale-up hurdles" depending on the context.

Is "difficulty of scale" the same as "economies of scale"?

No, "difficulty of scale" refers to the problems encountered when trying to expand something, while "economies of scale" refers to the cost advantages that arise with increased production.

When is it appropriate to use the phrase "difficulty of scale"?

It is most appropriate in formal writing or technical discussions where a precise and somewhat elevated tone is desired. In informal contexts, simpler alternatives are often preferable.